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Course outline of a postgraduate civil engineering course presenting curriculum content, learning outcomes, teaching activities, and assessment structure for statistical data analysis within the master’s program at the University of Patras.
Institution:
University of Patras
School:
School of Engineering
Academic Unit:
Department of Civil Engineering
Postgraduate Program:
Master’s Degree “Design of Resilient, Sustainable and Intelligent Infrastructures”
Program Tracks:
Resilient Materials, Structures and Geotechnical Infrastructures; Hydraulic and Environmental Engineering for Sustainable Infrastructures; Intelligent Systems in Transportation and Construction Project Management
Level of Studies:
Postgraduate Program
Course Title:
Statistical Data Analysis
Semester:
Spring (B’)
Weekly Teaching Hours:
3
Credits:
7.5 ECTS
Course Type:
Specialised general knowledge, Skills development
Prerequisite Courses:
None
Language of Instruction and Examinations:
Greek
Availability to Erasmus Students:
Yes
Course Website:
https://eclass.upatras.gr/courses/CIV1764/
Teaching Format:
Face-to-face lectures with laboratory use of statistical software (R, SPSS, Minitab)
Teaching Activities:
Lectures, independent study, essay writing, examinations
Total Student Workload:
187.5 hours per semester
Assessment Method:
Assignments and presentations (50%), written examinations (50%)
Key Topics:
Randomness tests, outlier detection, goodness-of-fit tests, hypothesis testing, confidence intervals, regression models, generalized regression models, time series models, statistical process control
Recommended Literature:
D.C. Montgomery and C.G. Runger; C. Caroni and P. Economou; J. Oakland and R. Oakland; C. Chatfield and H. Xing
Price: 8 / 10 USD
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Issuing body:
Ministry of Education, Youth and Sports
Department:
Department of Research and Development (31), Unit of Research Infrastructures (311)
Country:
Czech Republic
Addressee:
Management of Large Research Infrastructures
Language requirement:
English
Maximum length:
100 pages including annexes
Submission formats:
DOC (Microsoft Office Word) and PDF (Portable Document Format)
Electronic submission address:
[email protected]
Data box:
vidaawt
Postal address:
Karmelitská 529/5, 118 12 Prague 1, Czech Republic
Document type:
Official instructions and administrative guidelines
Subject:
International peer-review assessment of Large Research Infrastructures
Assessment period referenced:
2020–2024
Scientific domains:
Physical sciences and engineering; Energy; Environmental sciences; Health and food; Social sciences and humanities; e-Infrastructures
Year:
2023
Region / City:
Reading, PA
Subject:
Network Security, IT Infrastructure
Document Type:
Resume
Organization:
Penske Truck Leasing
Author:
Bhargav Kumar Muvva
Target Audience:
Employers, IT recruiters, Hiring Managers
Effective Period:
January 2023 - Present
Date of Approval:
N/A
Date of Modifications:
N/A
Year:
2015–2019
Region / City:
Odisha, Andhra Pradesh, Telangana
Field:
Civil Engineering
Document Type:
Curriculum Vitae
Organization:
Simplex Infrastructures Limited
Author:
Sai Pratap Sethy
Education:
Diploma in Civil Engineering (Utkal Institute of Engineering, 2007–2010), Aryan Institute of Engineering & Technology (Three-year course)
Professional Experience:
Jr. Engineer in road, building, and power plant projects
Skills:
AutoCAD, Quantity Surveying, Project Estimation and Execution, BBS Preparation, Team Coordination
Languages:
English, Hindi, Oriya
Date of Birth:
07 May 1992
Nationality:
Indian
Marital Status:
Single
Current Salary:
25,000 INR per month
Expected Salary:
Negotiable
Year:
2023
Region / City:
Colombo, Sri Lanka
Field:
Networking, IT support
Document Type:
Resume
Organization:
HCLTech, Superloop, Hutchison Telecommunications Lanka, Etisalat Lanka
Author:
S. S. Amandee Galagedara
Target Audience:
Employers in networking and IT support sectors
Period of Activity:
Nov 2021 – Sep 2023
Approval Date:
N/A
Modification Date:
N/A
Context:
A resume of a senior network engineer detailing work experience, skills, and education.
Year:
2026
Region / country:
Hungary
Subject:
Payment systems, card-based transactions
Document type:
Methodological manual
Issuing authority:
Magyar Nemzeti Bank (MNB)
Target audience:
Cooperative credit institutions and reporting banks
Scope:
Reporting of payment accounts, cards, and cross-border payment services
Data categories:
Debit card, credit card, delayed debit card, prepaid card, card issuance infrastructure
Definitions included:
Yes
Reporting requirements:
Aggregated and segregated reporting, coding instructions, cross-border services
Publication date:
2026
Validity period:
Until next revision by MNB
Instructions for table completion:
Yes
Reference codes:
GIRO code, MNB codes, PENZ, EGYÉB, CROSSB
Language of data collection:
English
Year:
2008
Region / City:
Europe
Topic:
Non-safety related Road ITS, frequency band usage
Document Type:
Recommendation
Author:
European Conference of Postal and Telecommunications Administrations (CEPT)
Target Audience:
Telecommunications Administrations of CEPT members
Period of Validity:
Ongoing, with amendments
Approval Date:
21 February 2008
Amendment Dates:
3 July 2015, 6 March 2020, 18 November 2022, 6 June 2025
Year:
2023
Region / City:
N/A
Subject:
Dynamics 365, Order Management, Implementation
Document Type:
Guide
Organization / Institution:
Microsoft
Author:
Ray Bennett
Target Audience:
Professionals implementing Dynamics 365 Intelligent Order Management
Effective Period:
N/A
Approval Date:
N/A
Modification Date:
1/31/2023
Year:
2026
Region / City:
International
Theme:
AI, Mechatronics, Embedded Systems
Document Type:
Call for Papers
Organization:
IEEE/ASME Transactions on Mechatronics
Authors:
Bai Li, Fei-Yue Wang, David Cebon, Harry Cheng, Matteo Palpacelli, Yang Shi
Target Audience:
Researchers and practitioners in the fields of AI, mechatronics, and embedded systems
Period of Action:
January 1st, 2026 – October, 2026
Submission Deadline:
January 1st, 2026
Review Completion:
April 1st, 2026
Revised Paper Submission Deadline:
May 15th, 2026
Final Review Completion:
July 15th, 2026
Final Manuscript and Copyright Forms Submission Deadline:
August 31st, 2026
Publication Date:
October, 2026
Year:
2025
Region / City:
Western Australia
Topic:
Infrastructure Specifications
Document Type:
Technical Specification
Organization:
Main Roads Western Australia
Author:
Main Roads Western Australia
Target Audience:
Contractors, Engineers, and Project Supervisors
Period of Validity:
Ongoing
Approval Date:
16/09/2025
Amendment Date:
20/05/2013
Product name:
BQX-TC-B05 Intelligent Terminal Testing Equipment
Type of document:
Technical specification
Device category:
Wireless signal detection and monitoring equipment
Functions:
WiFi scanning and positioning, Bluetooth scanning and positioning, 2G/3G/4G/5G signal detection, wireless spectrum analysis, infrared thermal imaging, laser camera detection, endoscopic inspection
Supported protocols:
802.11a/b/g/n/ac/ax, Bluetooth Classic, Bluetooth Low Energy, Bluetooth 5.2, GSM, WCDMA, CDMA2000, TDD-LTE, FDD-LTE, 5G NR TDD, 5G NR FDD
Frequency range:
1 MHz–12 GHz
Detection range:
10 cm–10 m
Infrared imaging resolution:
384×288
Infrared frame rate:
25 Hz
Infrared temperature range:
-20 °C to 400 °C
Laser detection distance:
0.1 m to over 10 m
Endoscope camera resolution:
≥2592×1944
Processor:
High-performance CPU
Operating system:
Open source operating system
Screen size:
7 inches, 1920×1200
Storage capacity:
More than 256 GB
Battery working time:
More than 3 hours
Operating temperature:
-10 °C to 50 °C
Antenna:
3 dBi omnidirectional antenna
Report output:
Automatic report generation, USB export
Included components:
Device unit, charger, antenna, product specification, certificate, warranty card
Year:
2020
Region / City:
Western Australia
Topic:
Electrical and Intelligent Transport Systems
Document Type:
Guidelines
Organization / Institution:
Main Roads Western Australia
Author:
Not specified
Target Audience:
Engineers, Drafters, Constructors
Effective Period:
Not specified
Approval Date:
May 2020
Revision Date:
August 2020
Review Frequency:
Biannual
Document Number:
D19#622530
Note:
Amendments
Revision Number:
0, Date: 07/09/2001, Description: Original
Year:
2020
Region / City:
United Kingdom
Topic:
Nuclear safety assessment, contractor oversight
Document Type:
Technical Assessment Guide
Organization / Institution:
Office for Nuclear Regulation (ONR)
Author:
Organisational Capability Specialist, LMfS Specialist
Target Audience:
ONR Inspectors
Effective Period:
Ongoing
Approval Date:
July 24
Next Review Date:
July 29
Document Reference:
NS-TAST-GD-049
Record Reference:
2020/265746
Revision Commentary:
Updated review period, minor updates, alignment with international safety standards
Year:
2024
Organization:
Office for Nuclear Regulation (ONR)
Document Type:
Technical Assessment Guidance (TAG)
Professional Lead:
Protective Security
Author:
Principal Inspector
Approval:
Professional Lead – Protective Security
Issue Number:
2
Publication Date:
May 2024
Next Major Review Date:
May 2027
Doc. Ref.:
CNS-TAST-GD-4.1
Record Ref. No.:
2019/135622
Scope:
Nuclear supply chain management and procurement oversight
Audience:
ONR inspectors
Related Legislation:
Nuclear Industries Security Regulations (NISR) 2003
Related International Guidance:
IAEA Nuclear Security Fundamentals, CPPNM
Related National Policy:
HMG Security Policy Framework, NISR Classification Policy
Year:
2026
Region / City:
Florida
Topic:
Risk Management
Document Type:
Risk Management Plan
Organization / Institution:
Florida Department of Transportation
Author:
Florida Department of Transportation
Target Audience:
Project managers, engineers, risk managers, and relevant stakeholders
Period of Validity:
Throughout project lifecycle
Approval Date:
insert approval date
Date of Revisions:
Ongoing as required
Year:
2022-2024
Region / City:
New Delhi, India
Topic:
Intelligent Transport Systems, 6G, Communication Standards
Document Type:
Research Paper
Organization / Institution:
Telecommunications Standards Development Society, India (TSDSI)
Author:
Sam Darshi, Satyam Agarwal, Brijesh Kumbhani, Satyajit Thakor, Hemant Kumar Rath, Garima Mishra
Target Audience:
Researchers, Telecom Standards Developers
Period of Validity:
N/A
Approval Date:
N/A
Date of Changes:
N/A
Year:
2020
Region / City:
Geneva
Topic:
ITS Communication Standards
Document Type:
Report
Organization / Institution:
ITU
Author:
T. Russell Shields (RoadDB)
Target Audience:
Standards Development Organizations (SDOs), ITS Communication Stakeholders
Effective Period:
March 2020
Approval Date:
6 March 2020
Modification Date:
N/A
Year:
2016
Region / City:
Mokpo & Jeju, Korea
Theme:
e-Navigation, Maritime Safety, Ocean Economy
Document Type:
Conference Program
Organizer:
Korea Maritime Institute
Author:
Not specified
Target Audience:
Researchers, Maritime Safety Professionals, Academics
Period of Action:
12-15 Dec., 2016
Approval Date:
Not specified
Date of Changes:
Not specified
Official Language:
English
Note:
Description
Organization:
Microsoft
Product:
Microsoft Intelligent Data Platform
Program:
DREAM Demo in a Box (DDiB)
Audience:
CSA’s/GBB’s
Platform:
Microsoft Azure and Power BI
Required Services:
Azure Synapse Analytics, Power BI, Microsoft.Sql, Microsoft.Synapse, Microsoft.StreamAnalytics, Microsoft.EventHub, Microsoft.Media.MediaServices, Microsoft.Kusto, Microsoft.Purview
Deployment Environment:
Azure Subscription
Document Type:
Setup and deployment guide
Access Process:
CAPE process for customer subscriptions
Security Notes:
Public resources and known security vulnerabilities listed
Compliance Notice:
Not subject to SOC 1 and SOC 2 audits
Cost Responsibility:
Azure hosting costs not covered by Microsoft
Appendices:
Known Security Vulnerabilities
Year:
2024
Region / City:
Global
Topic:
Video Surveillance, Traffic Management, Security Systems
Document Type:
Technical Specification
Organization / Institution:
Bosch Security Systems
Author:
Bosch Security Systems
Target Audience:
Specifiers, Installers, System Integrators
Effective Date:
Not specified
Date of Approval:
Not specified
Date of Revision:
Not specified
Year:
2026
Region / city:
Global
Topic:
IoT Technology, Security Management
Document Type:
Article
Organization / Institution:
Seuic
Author:
Seuic
Target Audience:
Professionals in security, logistics, manufacturing, healthcare
Action Period:
2026
Approval Date:
N/A
Modification Date:
N/A